{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1e7dff62-8e01-44de-90dd-2d7e6b29f06e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入相关包\n",
    "import cv2 \n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt \n",
    "import tensorflow as tf \n",
    "%matplotlib inline\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "323f4544-fbf8-4391-b05e-af81bf762fed",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 加载模型\n",
    "model = tf.keras.models.load_model('data/face_mask_model/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f5a7dedd-51ad-4e87-8c18-7631d2d7e2a0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"sequential\"\n",
      "_________________________________________________________________\n",
      "Layer (type)                 Output Shape              Param #   \n",
      "=================================================================\n",
      "conv2d (Conv2D)              (None, 100, 100, 16)      448       \n",
      "_________________________________________________________________\n",
      "max_pooling2d (MaxPooling2D) (None, 50, 50, 16)        0         \n",
      "_________________________________________________________________\n",
      "conv2d_1 (Conv2D)            (None, 50, 50, 32)        4640      \n",
      "_________________________________________________________________\n",
      "max_pooling2d_1 (MaxPooling2 (None, 25, 25, 32)        0         \n",
      "_________________________________________________________________\n",
      "conv2d_2 (Conv2D)            (None, 25, 25, 64)        18496     \n",
      "_________________________________________________________________\n",
      "max_pooling2d_2 (MaxPooling2 (None, 12, 12, 64)        0         \n",
      "_________________________________________________________________\n",
      "flatten (Flatten)            (None, 9216)              0         \n",
      "_________________________________________________________________\n",
      "dense (Dense)                (None, 166)               1530022   \n",
      "_________________________________________________________________\n",
      "dense_1 (Dense)              (None, 22)                3674      \n",
      "_________________________________________________________________\n",
      "dense_2 (Dense)              (None, 3)                 69        \n",
      "=================================================================\n",
      "Total params: 1,557,349\n",
      "Trainable params: 1,557,349\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0b8333c2-ece6-4da8-b045-a6807b1b6c6b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x212c6c7f4c0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 挑选测试图片\n",
    "img = cv2.imread('./test_imgs/women-wearing-mask.jpg')\n",
    "plt.imshow(cv2.cvtColor(img,cv2.COLOR_BGR2RGB))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "93a6402f-e3ff-4622-952f-c774bceb9f26",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 加载SSD模型\n",
    "face_detector = cv2.dnn.readNetFromCaffe('./weights/deploy.prototxt.txt','./weights/res10_300x300_ssd_iter_140000.caffemodel')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "4258cced-21c8-4d4e-97b0-259d556b2b73",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 人脸检测得函数\n",
    "def face_detec(img):\n",
    "    # 转为Blob\n",
    "    img_blob = cv2.dnn.blobFromImage(img,1,(300,300),(104,177,123),swapRB=True)\n",
    "    # 输入\n",
    "    face_detector.setInput(img_blob)\n",
    "    # 推理\n",
    "    detections = face_detector.forward()\n",
    "    # 遍历结果\n",
    "    # 获取原图尺寸\n",
    "    img_h,img_w = img.shape[:2]\n",
    "    # 人脸数量\n",
    "    person_count = detections.shape[2]\n",
    "    for face_index in range(person_count):\n",
    "        # 置信度\n",
    "        confidence = detections[0,0,face_index,2]\n",
    "        # print(confidence)\n",
    "        if confidence > 0.5:\n",
    "            locations = detections[0,0,face_index,3:7] * np.array([img_w,img_h,img_w,img_h])\n",
    "            # print(locations)\n",
    "            # 取整\n",
    "            l,t,r,b = locations.astype('int')\n",
    "            # cv2.rectangle(img,(l,t),(r,b),(0,255,0),5)\n",
    "            return img[t:b,l:r]\n",
    "    return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "80f5e6d4-ef10-4286-8a61-9a16a96051ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 转为blob得函数\n",
    "def imgBlob(img):\n",
    "    # 转为Blob\n",
    "    img_blob = cv2.dnn.blobFromImage(img,1,(100,100),(104,177,123),swapRB=True)\n",
    "    # 压缩维度\n",
    "    img_squeeze = np.squeeze(img_blob).T\n",
    "    # 旋转\n",
    "    img_rotate = cv2.rotate(img_squeeze,cv2.ROTATE_90_CLOCKWISE)\n",
    "    # 镜像\n",
    "    img_flip = cv2.flip(img_rotate,1)\n",
    "    # 去除负数并归一化\n",
    "    img_blob = np.maximum(img_flip,0) / img_flip.max()\n",
    "    \n",
    "    return img_blob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "7e9f135d-ab5b-4b55-a77e-eed519415c15",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x212c71dc850>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 裁剪人脸\n",
    "img_crop = face_detec(img)\n",
    "plt.imshow(cv2.cvtColor(img_crop,cv2.COLOR_BGR2RGB))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9125044b-4cc0-468c-9da1-f69dd1348efa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x212c73d9ca0>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 转为blob\n",
    "img_blob = imgBlob(img_crop)\n",
    "plt.imshow(img_blob)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "e159f5d7-10e6-413a-a05a-2e81f33d80ff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(100, 100, 3)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_blob.shape\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "b69b8f37-e57a-449d-b125-73adfb1edb46",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_input = img_blob.reshape(1,100,100,3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "fce2738b-9c1e-4539-a5c4-6e748b625db7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1, 100, 100, 3)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_input.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "7104e747-82c1-4108-b6db-3134645ee377",
   "metadata": {},
   "outputs": [],
   "source": [
    "result = model.predict(img_input)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "cb190b82-4390-4302-a416-8042b31eb98e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([9.9999917e-01, 3.8604620e-10, 2.5775762e-08], dtype=float32)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "3183b6e7-1008-4419-a6be-67b82a2eae40",
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.special import softmax"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "addcec36-4f68-48dc-9f82-7ee487cdcb87",
   "metadata": {},
   "outputs": [],
   "source": [
    "result = softmax(result[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "0d5fc22b-fae8-42e2-ade7-e0fcccc4fda9",
   "metadata": {},
   "outputs": [],
   "source": [
    "max_index = result.argmax()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "b2530a50-b5bc-4ac7-91ad-bf03747297cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "max_value = result[max_index]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "5a541675-b7bd-43cf-b63f-429e44e9dd44",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "f5cb0dca-b33f-4cba-89a3-22ec02ccd328",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = os.listdir('./images/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "5a14a902-562f-47cb-8d70-e6fb2b6496aa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1.yes'"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "labels[max_index]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "16afc914-7384-4c31-aa36-a32fce82a0cf",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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